{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T17:29:45Z","timestamp":1732037385420},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2018,3,9]],"date-time":"2018-03-09T00:00:00Z","timestamp":1520553600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Artif Intell Law"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s10506-018-9224-2","type":"journal-article","created":{"date-parts":[[2018,3,9]],"date-time":"2018-03-09T04:00:49Z","timestamp":1520568049000},"page":"145-167","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":33,"title":["Bending the law: geometric tools for quantifying influence in the multinetwork of legal opinions"],"prefix":"10.1007","volume":"26","author":[{"given":"Greg","family":"Leibon","sequence":"first","affiliation":[]},{"given":"Michael","family":"Livermore","sequence":"additional","affiliation":[]},{"given":"Reed","family":"Harder","sequence":"additional","affiliation":[]},{"given":"Allen","family":"Riddell","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0001-5411-9224","authenticated-orcid":false,"given":"Dan","family":"Rockmore","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,3,9]]},"reference":[{"issue":"11","key":"9224_CR1","doi-asserted-by":"publisher","first-page":"2051","DOI":"10.1016\/j.physa.2011.02.004","volume":"390","author":"M Barigozzi","year":"2011","unstructured":"Barigozzi M, Fagiolo G, Mangioni G (2011) Identifying the community structure of the international-trade multi-network. Phys A 390(11):2051\u20132066","journal-title":"Phys A"},{"key":"9224_CR2","first-page":"27","volume":"1","author":"RC Berring","year":"1986","unstructured":"Berring RC (1986) Full-text databases and legal research: backing into the future. Berkeley Technol Law J 1:27","journal-title":"Berkeley Technol Law J"},{"key":"9224_CR3","doi-asserted-by":"publisher","first-page":"15","DOI":"10.2307\/3480571","volume":"75","author":"RC Berring","year":"1987","unstructured":"Berring RC (1987) Legal research and legal concepts: where form molds substance. Cal Law Rev 75:15","journal-title":"Cal Law Rev"},{"key":"9224_CR4","doi-asserted-by":"crossref","unstructured":"Blei DM, Lafferty JD (2006) Dynamic topic models. In: Proceedings of the 23rd international conference on machine learning, ICML \u201906. ACM, New York, pp 113\u2013120","DOI":"10.1145\/1143844.1143859"},{"issue":"4","key":"9224_CR5","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei DM (2012) Probabilistic topic models. Commun ACM 55(4):77\u201384","journal-title":"Commun ACM"},{"issue":"1","key":"9224_CR6","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1214\/07-AOAS114","volume":"1","author":"D Blei","year":"2007","unstructured":"Blei D, Lafferty J (2007) A correlated topic model of Science. Ann Appl Stat 1(1):17\u201335","journal-title":"Ann Appl Stat"},{"key":"9224_CR7","first-page":"993","volume":"3","author":"D Blei","year":"2003","unstructured":"Blei D, Ng A, Jordan M (2003) Latent dirichlet allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"issue":"3","key":"9224_CR8","doi-asserted-by":"publisher","first-page":"22a","DOI":"10.1016\/j.bpj.2011.11.148","volume":"102","author":"ML Blinov","year":"2012","unstructured":"Blinov ML, Udyavar A, Yarbrough W, Wang J, Estrada L, Quaranta V (2012) Multi-network modeling of cancer cell states. Biophys J 102(3):22a","journal-title":"Biophys J"},{"key":"9224_CR9","doi-asserted-by":"crossref","unstructured":"Bommarito MJ, Katz DM, Zelner J (2009) Law as a seamless web? Comparison of various network representations of the United States Supreme Court corpus (1791\u20132005). In: Proceedings of the 12th international conference on artificial intelligence and law (ICAIL 2009), pp 234\u2013235","DOI":"10.1145\/1568234.1568270"},{"key":"9224_CR10","first-page":"107","volume-title":"Computer networks and ISDN systems","author":"S Brin","year":"1998","unstructured":"Brin S, Page L (1998) The anatomy of a large-scale hypertextual web search engine. In: Crouch M, Lindsey T (eds) Computer networks and ISDN systems. Elsevier, Amsterdam, pp 107\u2013117"},{"issue":"3","key":"9224_CR11","doi-asserted-by":"publisher","first-page":"569","DOI":"10.1137\/050623280","volume":"48","author":"K Bryan","year":"2006","unstructured":"Bryan K, Leise T (2006) The $25,000,000,000 eigenvector: the linear algebra behind Google. SIAM Rev 48(3):569\u2013581","journal-title":"SIAM Rev"},{"key":"9224_CR12","doi-asserted-by":"crossref","unstructured":"Buntine WL, Mishra S (2014) Experiments with non-parametric topic models. In: Proceedings of the 20th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 881\u2013890","DOI":"10.1145\/2623330.2623691"},{"key":"9224_CR13","doi-asserted-by":"publisher","first-page":"793","DOI":"10.4310\/MRL.1996.v3.n6.a8","volume":"3","author":"F Chung","year":"1996","unstructured":"Chung F, Yau ST (1996) Logarithmic Harnack inequalities. Math Res Lett 3:793\u2013812","journal-title":"Math Res Lett"},{"key":"9224_CR14","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.socnet.2007.05.001","volume":"30","author":"JH Fowler","year":"2008","unstructured":"Fowler JH, Jeon S (2008) The authority of Supreme Court precedent. Soc Netw 30:16\u201330","journal-title":"Soc Netw"},{"issue":"3","key":"9224_CR15","doi-asserted-by":"publisher","first-page":"324","DOI":"10.1093\/pan\/mpm011","volume":"15","author":"JH Fowler","year":"2007","unstructured":"Fowler JH, Johnson TR, Spriggs FJ, Jeon S, Wahlbeck P (2007) Network analysis and the law: measuring the legal importance of Supreme Court precedents. Polit Anal 15(3):324\u2013346","journal-title":"Polit Anal"},{"issue":"1","key":"9224_CR16","first-page":"5825","volume":"2010","author":"CR Fronk","year":"2010","unstructured":"Fronk CR (2010) The cost of judicial citation: an empirical investigation of citation practices in the federal appellate courts. Univ Ill J Law Technol Policy 2010(1):5825\u20135829","journal-title":"Univ Ill J Law Technol Policy"},{"key":"9224_CR17","first-page":"1443","volume":"5","author":"N Garoupa","year":"2012","unstructured":"Garoupa N, Morriss AP (2012) The fable of the codes: the efficiency of the common law, legal origins and codification movements. Univ Ill Law Rev 5:1443","journal-title":"Univ Ill Law Rev"},{"key":"9224_CR18","unstructured":"George CP, Puri S, Wang DZ, Wilson J, Hamilton W (2014) Smart electronic legal discovery via topic modeling. In: Proceedings of the 27th international FLAIRS conference, pp 327\u2013332"},{"issue":"Suppl. 1","key":"9224_CR19","doi-asserted-by":"publisher","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101","author":"TL Griffiths","year":"2004","unstructured":"Griffiths TL, Steyvers M (2004) Finding scientific topics. Proc Natl Acad Sci 101(Suppl. 1):5228\u20135235","journal-title":"Proc Natl Acad Sci"},{"key":"9224_CR20","volume-title":"Introduction to probability","author":"CM Grinstead","year":"1997","unstructured":"Grinstead CM, Snell JL (1997) Introduction to probability. American Mathematical Society, Providence"},{"key":"9224_CR21","first-page":"563","volume":"94","author":"FA Hanson","year":"2002","unstructured":"Hanson FA, Allan F (2002) From key numbers to keywords: how automation has transformed the law. Law Libr J 94:563","journal-title":"Law Libr J"},{"key":"9224_CR22","volume-title":"Differential geometry, lie groups, and symmetric spaces (graduate studies in mathematics)","author":"S Helgason","year":"2001","unstructured":"Helgason S (2001) Differential geometry, lie groups, and symmetric spaces (graduate studies in mathematics). American Mathematical Society, Providence"},{"key":"9224_CR23","first-page":"285","volume":"97","author":"P Hellyer","year":"2005","unstructured":"Hellyer P (2005) Assessing the influence of computer-assisted legal research: a study of California Supreme Court opinions. Law Libr J 97:285","journal-title":"Law Libr J"},{"key":"9224_CR24","first-page":"403","volume":"38","author":"E Katsh","year":"1993","unstructured":"Katsh E (1993) Law in a digital world: computer networks and cyberspace. Vill Law Rev 38:403","journal-title":"Vill Law Rev"},{"issue":"3","key":"9224_CR25","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1093\/comnet\/cnu016","volume":"2","author":"M Kivel\u00e4","year":"2014","unstructured":"Kivel\u00e4 M, Arenas A, Barthelemy M, Gleeson JP, Moreno Y, Porter MA (2014) Multilayer networks. J Complex Netw 2(3):203\u2013271","journal-title":"J Complex Netw"},{"key":"9224_CR26","doi-asserted-by":"publisher","unstructured":"Leibon G, Rockmore DN (2013) Orienteering in knowledge spaces: the hyperbolic geometry of wikipedia mathematics. PLoS ONE. https:\/\/doi.org\/10.1371\/journal.pone.0067508","DOI":"10.1371\/journal.pone.0067508"},{"key":"9224_CR27","doi-asserted-by":"publisher","first-page":"345","DOI":"10.4310\/MRL.2010.v17.n2.a13","volume":"17","author":"Y Lin","year":"2010","unstructured":"Lin Y, Yau ST (2010) Ricci curvature and eigenvalue estimate on locally finite graphs. Math Res Lett 17:345\u2013358","journal-title":"Math Res Lett"},{"key":"9224_CR28","first-page":"837","volume":"59","author":"M Livermore","year":"2017","unstructured":"Livermore M, Riddell A, Rockmore D (2017) The Supreme Court and the judicial genre. Arizona Law Rev 59:837","journal-title":"Arizona Law Rev"},{"key":"9224_CR29","unstructured":"MALLET. http:\/\/mallet.cs.umass.edu\/topics.php . Accessed Jan 2015"},{"key":"9224_CR30","first-page":"991","volume":"66","author":"JO McGinnis","year":"2015","unstructured":"McGinnis JO, Wasick S (2015) Law\u2019s algorithm. Fla Law Rev 66:991","journal-title":"Fla Law Rev"},{"key":"9224_CR31","unstructured":"Nardi DJ, Moe L (2014) Understanding the Myanmar Supreme Court\u2019s docket. In: Crouch M, Lindsey T (eds) Law, Society and Transition in Myanmar. Hart Publishing"},{"key":"9224_CR32","doi-asserted-by":"publisher","first-page":"810","DOI":"10.1016\/j.jfa.2008.11.001","volume":"256","author":"Y Ollivier","year":"2009","unstructured":"Ollivier Y (2009) Ricci curvature of Markov chains on metric spaces. J Funct Anal 256:810\u2013864","journal-title":"J Funct Anal"},{"issue":"4","key":"9224_CR33","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/0378-4754(84)90009-0","volume":"26","author":"MA Pinsky","year":"1984","unstructured":"Pinsky MA (1984) Brownian motion, exit times and stochastic Riemannian geometry. Math Comput Simul 26(4):357\u2013360","journal-title":"Math Comput Simul"},{"key":"9224_CR34","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/S0019-3577(00)88580-8","volume":"11","author":"I Polterovich","year":"2000","unstructured":"Polterovich I (2000) A commutator method for computation of heat invariants. Indag Math 11:139\u2013149","journal-title":"Indag Math"},{"key":"9224_CR35","unstructured":"Rice D (2012) Measuring the issue content of Supreme Court opinions through probabilistic topic models. In: Presentation at the 2012 Midwest Political Science Association Conference. Illinois, Chicago"},{"key":"9224_CR36","doi-asserted-by":"crossref","unstructured":"Roberts M, Stewart B, Tingley D, Airoldi EM (2013) The structural topic model and applied social science. In: Advances in neural information processing systems workshop on topic models: computation, application, and evaluation","DOI":"10.32614\/CRAN.package.stm"},{"key":"9224_CR37","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1086\/468083","volume":"29","author":"F Schauer","year":"2000","unstructured":"Schauer F, Wise VJ (2000) Nonlegal information and the delegalization of law. J Legal Stud 29:495\u2013515","journal-title":"J Legal Stud"},{"key":"9224_CR38","unstructured":"Supreme Court Citation Network Data. http:\/\/jhfowler.ucsd.edu\/judicial.htm . Accessed Jan 2015"},{"issue":"6157","key":"9224_CR39","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1126\/science.1240474","volume":"342","author":"B Uzzi","year":"2013","unstructured":"Uzzi B, Mukherjee S, Stringer M, Jones B (2013) Atypical combinations and scientific impact. Science 342(6157):468\u2013472","journal-title":"Science"},{"key":"9224_CR40","unstructured":"West JB (1909) Multiplicity of reports 2. Law Libr J 4"}],"container-title":["Artificial Intelligence and Law"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10506-018-9224-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10506-018-9224-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10506-018-9224-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T22:07:40Z","timestamp":1719871660000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10506-018-9224-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,9]]},"references-count":40,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["9224"],"URL":"https:\/\/doi.org\/10.1007\/s10506-018-9224-2","relation":{},"ISSN":["0924-8463","1572-8382"],"issn-type":[{"value":"0924-8463","type":"print"},{"value":"1572-8382","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,9]]},"assertion":[{"value":"9 March 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}